Elmo Lake is a lake located in Claiborne County, Mississippi. It appears on the Saint Joseph USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 67.52 feet (20.58 m) above sea level. The nearest populated place is Saint Joseph, approximately 2.8 miles to the WNW.